The table below looks at the statistics for knowledge and experience of Google products and/or services in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Google over the 3 months to 31 May 2016 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Google.

3 months to
31 May 2016
Same period 2015 Same period 2014
Google
Rank 88 90 99
Rank change year-on-year
+2 +9
Permanent jobs citing Google 7 7 12
As % of all permanent IT jobs located in Edinburgh 0.57% 0.52% 0.76%
As % of the Vendors category 1.41% 1.44% 2.17%
Number of salaries quoted 4 7 4
Median salary £43,211 £40,000 £40,000
Median salary % change year-on-year
+8.02% -
90% offered a salary of more than £31,326 £35,000 £33,250
10% offered a salary of more than £45,000 £40,000 £45,000
UK excluding London median salary £40,000 £40,000 £35,000
% change year-on-year
- +14.28%
Google
Scotland

The following table is for comparison with the above and provides statistics for the entire Vendors category in permanent jobs advertised in the Edinburgh region.

Vendors Category
Edinburgh
Permanent IT job ads with a match in the
Vendors category
496 486 552
As % of all permanent IT jobs located in Edinburgh 40.23% 36.43% 35.00%
Number of salaries quoted 258 310 371
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £29,000 £30,000 £27,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Google
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Google as a proportion of all IT jobs with a match in the Vendors category.

Google Jobs Demand Trend in Edinburgh

Google
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Google across the Edinburgh region.

Google Salary Trend in Edinburgh

Google
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Google across the Edinburgh region over the 3 months to 31 May 2016.

Google Salary Histogram in Edinburgh

Google
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 May 2016, IT jobs citing Google also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Google.

1 12 (60.00%) Google Analytics
1 12 (60.00%) Analytics
2 11 (55.00%) JavaScript
3 9 (45.00%) Agile Software Development
3 9 (45.00%) Degree
4 8 (40.00%) Marketing
5 7 (35.00%) Project Management
5 7 (35.00%) Microsoft
5 7 (35.00%) HTML
5 7 (35.00%) SQL
5 7 (35.00%) AngularJS
5 7 (35.00%) Analytical Skills
5 7 (35.00%) Digital Marketing
5 7 (35.00%) R
6 6 (30.00%) Online Marketing
6 6 (30.00%) Google Cloud Platform
6 6 (30.00%) Business Intelligence
7 5 (25.00%) VBA
7 5 (25.00%) Windows
7 5 (25.00%) SVG
7 5 (25.00%) React
7 5 (25.00%) Ember.js
7 5 (25.00%) Google Compute Engine
7 5 (25.00%) User Experience
7 5 (25.00%) Amazon EC2
7 5 (25.00%) Microsoft Azure
7 5 (25.00%) Amazon AWS
7 5 (25.00%) SaaS
7 5 (25.00%) Heroku
7 5 (25.00%) Tableau

Google
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (20.00%) SAS
2 2 (10.00%) Apache
2 2 (10.00%) Drupal
Applications
1 4 (20.00%) MS Excel
2 3 (15.00%) MS Office
2 3 (15.00%) SPSS
Cloud Services
1 12 (60.00%) Google Analytics
2 6 (30.00%) Google Cloud Platform
3 5 (25.00%) Amazon AWS
3 5 (25.00%) Amazon EC2
3 5 (25.00%) Google Compute Engine
3 5 (25.00%) Heroku
3 5 (25.00%) Microsoft Azure
3 5 (25.00%) SaaS
4 1 (5.00%) Google Apps
Communications & Networking
1 1 (5.00%) Firewall
Database & Business Intelligence
1 4 (20.00%) Data Warehouse
1 4 (20.00%) SQL Server
1 4 (20.00%) SQL Server 2012
1 4 (20.00%) SQL Server 2014
2 3 (15.00%) SQL Server Analysis Services
2 3 (15.00%) SQL Server Integration Services
2 3 (15.00%) SQL Server Reporting Services
3 2 (10.00%) MySQL
4 1 (5.00%) BigQuery
4 1 (5.00%) Lumira
4 1 (5.00%) Pentaho
4 1 (5.00%) Qlik Sense
4 1 (5.00%) QlikView
4 1 (5.00%) Spotfire
Development Applications
1 4 (20.00%) Team Foundation Server
1 4 (20.00%) Visual Studio
2 2 (10.00%) Git (software)
2 2 (10.00%) Mercurial
General
1 8 (40.00%) Marketing
2 4 (20.00%) Finance
3 3 (15.00%) Telecoms
4 1 (5.00%) Banking
4 1 (5.00%) Retail
Job Titles
1 10 (50.00%) Developer
2 6 (30.00%) Analyst
3 5 (25.00%) JavaScript Developer
4 3 (15.00%) Business Intelligence Developer
4 3 (15.00%) Statistical Analyst
5 2 (10.00%) Digital Analyst
5 2 (10.00%) Digital Marketing Analyst
5 2 (10.00%) Drupal Developer
5 2 (10.00%) Marketing Analyst
6 1 (5.00%) Analyst Programmer
6 1 (5.00%) Data Visualisation Specialist
6 1 (5.00%) Programmer
6 1 (5.00%) Senior Data Warehouse Specialist
6 1 (5.00%) SEO Executive
6 1 (5.00%) SEO Specialist
6 1 (5.00%) Systems Administrator
Libraries, Frameworks & Software Standards
1 7 (35.00%) AngularJS
1 7 (35.00%) HTML
2 5 (25.00%) Backbone.js
2 5 (25.00%) Ember.js
2 5 (25.00%) React
2 5 (25.00%) SVG
3 3 (15.00%) CSS
3 3 (15.00%) HTML5
4 2 (10.00%) CodeIgniter
4 2 (10.00%) CSS3
4 2 (10.00%) Google Maps API
4 2 (10.00%) HTML5 Boilerplate
4 2 (10.00%) JSON
4 2 (10.00%) LAMP
4 2 (10.00%) Modernizr
4 2 (10.00%) Open Graph
4 2 (10.00%) Sass
4 2 (10.00%) Symfony
4 2 (10.00%) Web Services
4 2 (10.00%) XML
Miscellaneous
1 7 (35.00%) Analytical Skills
2 5 (25.00%) User Experience
3 4 (20.00%) Data Integration
4 3 (15.00%) Economics
4 3 (15.00%) Enterprise Software
4 3 (15.00%) Mathematics
4 3 (15.00%) Psychology
4 3 (15.00%) Statistics
5 1 (5.00%) Social Media
5 1 (5.00%) Visualisation
Operating Systems
1 5 (25.00%) Windows
2 2 (10.00%) Linux
Processes & Methodologies
1 12 (60.00%) Analytics
2 9 (45.00%) Agile Software Development
3 7 (35.00%) Digital Marketing
3 7 (35.00%) Project Management
4 6 (30.00%) Business Intelligence
4 6 (30.00%) Online Marketing
5 4 (20.00%) Data Management
5 4 (20.00%) Data Modelling
5 4 (20.00%) Master Data Management
5 4 (20.00%) Scrum
5 4 (20.00%) SEO
6 3 (15.00%) Campaign Analysis
6 3 (15.00%) Line Management
6 3 (15.00%) Propensity Modelling
6 3 (15.00%) Statistical Analysis
6 3 (15.00%) Statistical Modelling
6 3 (15.00%) Web Analytics
7 2 (10.00%) Pay per click
7 2 (10.00%) Tag Management
7 2 (10.00%) Web Design
Programming Languages
1 11 (55.00%) JavaScript
2 7 (35.00%) R
2 7 (35.00%) SQL
3 5 (25.00%) VBA
4 4 (20.00%) C#
5 3 (15.00%) T-SQL
6 2 (10.00%) PHP
7 1 (5.00%) PL/SQL
Qualifications
1 9 (45.00%) Degree
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
Vendors
1 7 (35.00%) Microsoft
2 5 (25.00%) Tableau
3 4 (20.00%) Adobe
4 3 (15.00%) Facebook
4 3 (15.00%) Twitter
5 2 (10.00%) Zend
6 1 (5.00%) Alteryx
6 1 (5.00%) Apple
6 1 (5.00%) Birst
6 1 (5.00%) Cisco
6 1 (5.00%) Jaspersoft
6 1 (5.00%) Juniper
6 1 (5.00%) Omniture
6 1 (5.00%) SAP
6 1 (5.00%) TIBCO